Probability and Statistics for Machine Learning and Data Science
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This page collects my lecture notes and learning materials in probability, statistics, and applied statistical modeling for machine learning and data science.
Portfolio
2023
Optimization for Machine Learning and Data Science
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This page gathers my projects and lecture notes on optimization, with a particular focus on concepts and algorithms that are essential in machine learning, data science, and operations research.
Linear Algebra for Machine Learning and Data Science
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This page collects my projects, notes, and implementations for learning and reviewing the linear algebra foundations behind modern machine learning and data science.
How to Learn English Effectively
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This page gathers my lesson plans, study notes, and recommended materials for learning English in a structured and effective way.